Experiments
Searchable full-text extractions: founding hypothesis, core claims, experimental setups, key results and statistics — pulled out of each paper as structure. Search a cell line, an assay or an entity (e.g. HUH7) and find every paper that worked with it. This corpus stands on its own: most entries carry no reproduction assessment (yet).
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Has reproduction · 100
A workflow reproducibility scale for automatic validation of biological interpretation results.
PMID 37150537 · PMC10164546 · GigaScience · 2022 · 8 claims · 4 setups
Comparing output files by checksum alone is insufficient to verify reproducibility, since checksums can differ even when the underlying biological interpretation is unchanged
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Has reproduction · 65
SPEAQeasy: a scalable pipeline for expression analysis and quantification for R/bioconductor-powered RNA-seq analyses.
PMID 33932985 · PMC8088074 · BMC bioinformatics · 2021 · 8 claims · 5 setups
SPEAQeasy is a portable, easy-to-install, Nextflow-powered RNA-seq processing pipeline that lowers the computational entry barrier for biologists/clinicians
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Has reproduction · 100
Recurrent RNA edits in human preimplantation potentially enhance maternal mRNA clearance.
PMID 36543858 · PMC9772385 · Communications biology · 2022 · 8 claims · 7 setups
Compiled the largest human embryonic A-to-I editome to date from 2071 RNA-seq transcriptomes and identified thousands of per-stage Recurrent Embryonic Edits (REEs, present in ≥50% of samples per stage)
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Has reproduction
Comprehensive analysis of m(6)A methylome alterations after azacytidine plus venetoclax treatment for acute myeloid leukemia by nanopore sequencing.
PMID 38510975 · PMC10950754 · Computational and structural biotechnology journal · 2024 · 8 claims · 6 setups
m6A site number and m6A levels are significantly lower in post-treatment complete remission (CR) bone marrow than in pre-treatment AML bone marrow
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Has reproduction · 58
A comparative study of techniques for differential expression analysis on RNA-Seq data.
PMID 25119138 · PMC4132098 · PloS one · 2014 · 8 claims · 8 setups
edgeR performs slightly better than DESeq and Cuffdiff2 in terms of the ability to uncover true positives.
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Identification of Key Genes in Atherosclerosis by Combined DNA Methylation and miRNA Expression Analyses.
PMID 35949126 · PMC9682560 · Anatolian journal of cardiology · 2022 · 7 claims · 7 setups
10 key genes (TCF7L2, CACNA1C, NRP1, GABBR2, FANCC, DCK, CCDC88C, TCF12, ABLIM1, PBX1) are regulated by both aberrant DNA methylation and miRNA activity in atherosclerosis
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MetaPepticon: automated prediction of anticancer peptides from microbial genomes and metagenomes.
PMID 41918857 · PMC13034871 · PeerJ · 2026 · 7 claims · 6 setups
MetaPepticon is a modular, end-to-end Snakemake pipeline that predicts ACP candidates directly from raw genomic, metagenomic, transcriptomic, metatranscriptomic reads, assembled contigs, or peptide sequences.
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The other side of comparative genomics: genes with no orthologs between the cow and other mammalian species.
PMID 20003425 · PMC2808326 · BMC genomics · 2009 · 7 claims · 4 setups
3,801 bovine genes have no orthologs in human, mouse and dog, and 1,010 human genes have no orthologs in cow despite having orthologs in mouse and dog
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Has reproduction · 68
Bayesian transcriptome assembly.
PMID 25367074 · PMC4397945 · Genome biology · 2014 · 8 claims · 8 setups
Bayesembler, a probabilistic transcriptome assembler built on a Bayesian model of the RNA sequencing process with Gibbs sampling over expressed candidates, abundances and read assignments, is introduced.
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The RCSB PDB information portal for structural genomics.
PMID 16381872 · PMC1347482 · Nucleic acids research · 2006 · 7 claims · 5 setups
The RCSB PDB Structural Genomics Information Portal integrates three resources: Structural Genomics Initiatives, Targets (TargetDB/PepcDB), and Structures (functional coverage analysis).